Title
Efficient Mixture of Geographical Species for On Device Wildlife Monitoring Emmanuel Azuh Mensah Joban Mand Yueheng Ou Min Jang Kurtis Heimerl 24 0 0 11 Apr 2025
S2Vec: Self-Supervised Geospatial Embeddings Shushman Choudhury Elad Aharoni Chandrakumari Suvarna Iveel Tsogsuren Abdul Rahman Kreidieh Chun-Ta Lu Neha Arora SSL AI4TS 61 0 0 10 Apr 2025
LocDiffusion: Identifying Locations on Earth by Diffusing in the Hilbert Space Zhangyu Wang Jielu Zhang Zhongliang Zhou Qian Cao Nemin Wu ... Lan Mu Yang Song Yiqun Xie Ni Lao Gengchen Mai DiffM 32 0 0 23 Mar 2025
GAIR: Improving Multimodal Geo-Foundation Model with Geo-Aligned Implicit Representations Z. Liu Fan Zhang Junfeng Jiao Ni Lao Gengchen Mai 39 1 0 20 Mar 2025
REO-VLM: Transforming VLM to Meet Regression Challenges in Earth Observation Xizhe Xue Guoting Wei Hao Chen H. Zhang Feng Lin Chunhua Shen Xiao Xiang Zhu 78 3 0 21 Dec 2024
GeoConformal prediction: a model-agnostic framework of measuring the uncertainty of spatial prediction Xiayin Lou Peng Luo Liqiu Meng 82 0 0 05 Dec 2024
Generating Binary Species Range Maps Filip Dorm Christian Lange S. Loarie Oisin Mac Aodha 18 1 0 28 Aug 2024
GeoTransformer: Enhancing Urban Forecasting with Geospatial Attention Mechanisms Yuhao Jia Zile Wu Shengao Yi Yifei Sun AI4TS 27 0 0 16 Aug 2024
Probing the Information Theoretical Roots of Spatial Dependence Measures Zhangyu Wang Krzysztof Janowicz Gengchen Mai Ivan Majic 18 1 0 28 May 2024
Img2Loc: Revisiting Image Geolocalization using Multi-modality Foundation Models and Image-based Retrieval-Augmented Generation Zhongliang Zhou Jielu Zhang Zihan Guan Mengxuan Hu Ni Lao Lan Mu Sheng R. Li Gengchen Mai VLM 28 5 0 28 Mar 2024
CSP: Self-Supervised Contrastive Spatial Pre-Training for Geospatial-Visual Representations Gengchen Mai Ni Lao Yutong He Jiaming Song Stefano Ermon 64 53 0 01 May 2023
EarthNets: Empowering AI in Earth Observation Zhitong Xiong Fahong Zhang Yi Wang Yilei Shi Xiao Xiang Zhu 74 70 0 10 Oct 2022
SustainBench: Benchmarks for Monitoring the Sustainable Development Goals with Machine Learning Christopher Yeh Chenlin Meng Sherrie Wang Anne Driscoll Erik Rozi Patrick Liu Jihyeon Janel Lee Marshall Burke David B. Lobell Stefano Ermon 57 43 0 08 Nov 2021
A Review of Location Encoding for GeoAI: Methods and Applications Gengchen Mai K. Janowicz Yingjie Hu Song Gao Bo Yan Rui Zhu Ling Cai Ni Lao 60 113 0 07 Nov 2021
A Generalizable and Accessible Approach to Machine Learning with Global Satellite Imagery Esther Rolf J. Proctor T. Carleton I. Bolliger Vaishaal Shankar Miyabi Ishihara Benjamin Recht S. Hsiang 74 79 0 16 Oct 2020